Notes from the graph & GenAI frontier.
Tutorials, patterns and field notes on building GraphRAG systems, knowledge graphs and LLM agents on Neo4j — written by the people who build them.
Featured
Editor's Picks
Getting started with the GraphAcademy MCP server
Connect Claude Code, Cursor, or VS Code to the GraphAcademy MCP server and take courses, verify challenges, and generate Neo4j code from your editor.
Introducing the New GraphAcademy
Our first full redesign since 2024 — with teams, a revamped Neo4j Fundamentals course, editable data models, and a new onboarding assistant.
Show the work behind your certificate
Your GraphAcademy certificate can now link to the blog post, repository, or article behind it. Here is how to add proof of work in under a minute.
Browse Posts
Find your next read
How Many Connected Four-Letter Words Are There?
I loaded 7,186 four-letter words into Neo4j, linked every pair one letter apart, and used SHORTEST to solve word ladders.
EPIC: The Musical vs Nolan's The Odyssey - One Story, Visualised as a Graph
How does Christopher Nolan's film compare to EPIC: The Musical? I mapped every plot thread and character of Homer's poem in a graph database to find out.
